Energy
Smart Grid

Predictive analytics for renewable energy
providers and dynamic grids

Client

Centrica Inc.

Category

Algorithm design, Production, Software Development

Location

Belgium, Canada

Centrica REstore is a leading European energy technology company specialising in demand side management solutions, maximising value for large businesses through ancillary services including frequency response and capacity markets.


Project summary

Amethix has been involved in two major projects related to the forecast of electricity prices for smart-grid optimization, in the European and US market.

Both models are considered critical for the business of thousands of industrial clients, as they directly affect the yearly costs of their electricity bill.

objectives

Amethix developed predictive models of electricity price for multiple European countries (Belgium, France, Germany).

We designed and implemented the best predictive models for peak energy consumption in the North America market and advised best practices in designing machine learning pipelines for reproducibility and scalability within the organisation.

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